Skip to content
View ketcx's full-sized avatar
16 followers · 46 following

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: QuickdrawAchievement: YOLO

Highlights

Block or report ketcx

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ketcx/README.md

Hi there! 👋

yourname = input("Enter your name: ")
print(f"Hello {yourname}! 👋 I'm Armin.")

AI Engineer | AI Architect | ML Systems Builder 🇩🇴

cover

👨‍💻 About Me

I'm Armando Medina (a.k.a. Armin Medx), an AI Engineer with over 15 years of experience designing and shipping production-grade AI infrastructure and software products end-to-end.

I specialize in LLM orchestration, RAG pipelines, Natural Language Processing (NLP), and building scalable Python backend systems. I enjoy turning real-world problems into data-driven solutions that create measurable business impact at scale.

Recently, I've been architecting ML-powered search systems (delivering millions of views and significant revenue lift for enterprise clients like Pinterest) and building production-ready agentic workflows and RAG QA systems using Claude API and OpenAI.

🛠 Core Skills & Technologies

AI / Generative AI / NLP

ChatGPT LangChain LlamaIndex PyTorch TensorFlow

  • LLMs (Claude, OpenAI), LangChain, LlamaIndex, RAG Pipelines, Vector DBs (Chroma), Multi-Agent Architectures, Prompt Engineering.

Backend & Engineering

Python FastAPI Django Docker

  • Python (8+ yrs), FastAPI, Flask, Django, REST & GraphQL APIs, Microservices, Supabase/PostGIS.

Cloud & DevOps

Azure AWS GitHub Actions

  • Azure (AI Engineer Certified), AWS, GCP, GitHub Actions (CI/CD pipelines), Observability & LLMOps.

🚀 What I'm up to

  • 🎓 Currently: Pursuing an M.S. in Data Science at Pontificia Universidad Católica de Chile.
  • 🌱 Exploring: Multi-step AI workflow orchestration and MCP server integrations.
  • 🤝 Open to: Collaborations on impactful AI projects and architectural challenges.
  • 💬 Ask me about: Scaling LLM deployments, Python backend architecture, RAG, and shipping robust AI products.

📫 Reach Me

Popular repositories Loading

  1. bank-marketing-classifier bank-marketing-classifier Public

    Udacity First Project - Bank Marketing Classifier

    Jupyter Notebook 1

  2. pixel-check pixel-check Public

    Pixel-perfect validation skill for Claude Code: compare Figma designs vs implementation screenshots using ImageMagick + AI vision

    Shell 1

  3. test_graphql test_graphql Public

    Testing Graphql

    JavaScript

  4. markdown-here markdown-here Public

    Forked from adam-p/markdown-here

    Google Chrome, Firefox, and Thunderbird extension that lets you write email in Markdown and render it before sending.

    JavaScript

  5. ml-captone-project ml-captone-project Public

    Jupyter Notebook

  6. Coursera_Capstone Coursera_Capstone Public

    Capstone Project - DS

    Jupyter Notebook